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Introduction to MCMC methods, the Gibbs Sampler, and Data Augmentation

Introduction to MCMC methods, the Gibbs Sampler, and Data Augmentation. Simulation Methods. problem: Bayes theorem allows us to write down unnormalized density which proportional to the posterior for virtually any model, construct a simulator dim( ? ) > 100 Solutions:

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